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Simplified State Space Layers for Sequence Modeling


Aug 09, 2022
Jimmy T. H. Smith, Andrew Warrington, Scott W. Linderman

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SIXO: Smoothing Inference with Twisted Objectives


Jun 20, 2022
Dieterich Lawson, Allan Raventós, Andrew Warrington, Scott Linderman

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* v2: Updates for clarity throughout. Results unchanged 

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Robust Asymmetric Learning in POMDPs


Dec 31, 2020
Andrew Warrington, J. Wilder Lavington, Adam Scibior, Mark Schmidt, Frank Wood

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Planning as Inference in Epidemiological Models


Apr 03, 2020
Frank Wood, Andrew Warrington, Saeid Naderiparizi, Christian Weilbach, Vaden Masrani, William Harvey, Adam Scibior, Boyan Beronov, Ali Nasseri

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* minor typos corrected 

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Coping With Simulators That Don't Always Return


Mar 28, 2020
Andrew Warrington, Saeid Naderiparizi, Frank Wood

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* AISTATS 2020 camera ready, version 1.0 

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The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging


Jul 24, 2019
Andrew Warrington, Arthur Spencer, Frank Wood

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* Includes Supplementary Materials 

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On Nesting Monte Carlo Estimators


May 23, 2018
Tom Rainforth, Robert Cornish, Hongseok Yang, Andrew Warrington, Frank Wood

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* To appear at International Conference on Machine Learning 2018 

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Generalising Cost-Optimal Particle Filtering


May 02, 2018
Andrew Warrington, Neil Dhir

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* ICRA 2018 Workshop on Informative Path Planning and Adaptive Sampling 

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Updating the VESICLE-CNN Synapse Detector


Oct 31, 2017
Andrew Warrington, Frank Wood

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* Submitted as two side extended abstract to NIPS 2017 workshop: BigNeuro 2017: Analyzing brain data from nano to macroscale 

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